BlockHDFS: Blockchain-integrated Hadoop distributed file system for secure provenance traceability

Hadoop Distributed File System (HDFS) is one of the widely used distributed file systems in big data analysis for frameworks such as Hadoop. HDFS allows one to manage large volumes of data using low-cost commodity hardware. However, vulnerabilities in HDFS can be exploited for nefarious activities....
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Autor*in:	Viraaji Mothukuri [verfasserIn] Sai S. Cheerla [verfasserIn] Reza M. Parizi [verfasserIn] Qi Zhang [verfasserIn] Kim-Kwang Raymond Choo [verfasserIn]

Format:	E-Artikel
Sprache:	Englisch

Erschienen:	2021

Schlagwörter:	Big data Hadoop Blockchain Hyperledger fabric Hadoop distributed file system (HDFS) Traceability

Übergeordnetes Werk:	In: Blockchain: Research and Applications - Elsevier, 2021, 2(2021), 4, Seite 100032-
Übergeordnetes Werk:	volume:2 ; year:2021 ; number:4 ; pages:100032-

Links:	Link aufrufen Link aufrufen Link aufrufen Journal toc

DOI / URN:	10.1016/j.bcra.2021.100032

Katalog-ID:	DOAJ067544525

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callnumber-first	T - Technology
author	Viraaji Mothukuri
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topic	misc T58.5-58.64 misc Big data misc Hadoop misc Blockchain misc Hyperledger fabric misc Hadoop distributed file system (HDFS) misc Traceability misc Information technology
topic_unstemmed	misc T58.5-58.64 misc Big data misc Hadoop misc Blockchain misc Hyperledger fabric misc Hadoop distributed file system (HDFS) misc Traceability misc Information technology
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title	BlockHDFS: Blockchain-integrated Hadoop distributed file system for secure provenance traceability
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title_auth	BlockHDFS: Blockchain-integrated Hadoop distributed file system for secure provenance traceability
abstract	Hadoop Distributed File System (HDFS) is one of the widely used distributed file systems in big data analysis for frameworks such as Hadoop. HDFS allows one to manage large volumes of data using low-cost commodity hardware. However, vulnerabilities in HDFS can be exploited for nefarious activities. This reinforces the importance of ensuring robust security to facilitate file sharing in Hadoop as well as having a trusted mechanism to check the authenticity of shared files. This is the focus of this paper, where we aim to improve the security of HDFS using a blockchain-enabled approach (hereafter referred to as BlockHDFS). Specifically, the proposed BlockHDFS uses the enterprise-level Hyperledger Fabric platform to capitalize on files' metadata for building trusted data security and traceability in HDFS.
abstractGer	Hadoop Distributed File System (HDFS) is one of the widely used distributed file systems in big data analysis for frameworks such as Hadoop. HDFS allows one to manage large volumes of data using low-cost commodity hardware. However, vulnerabilities in HDFS can be exploited for nefarious activities. This reinforces the importance of ensuring robust security to facilitate file sharing in Hadoop as well as having a trusted mechanism to check the authenticity of shared files. This is the focus of this paper, where we aim to improve the security of HDFS using a blockchain-enabled approach (hereafter referred to as BlockHDFS). Specifically, the proposed BlockHDFS uses the enterprise-level Hyperledger Fabric platform to capitalize on files' metadata for building trusted data security and traceability in HDFS.
abstract_unstemmed	Hadoop Distributed File System (HDFS) is one of the widely used distributed file systems in big data analysis for frameworks such as Hadoop. HDFS allows one to manage large volumes of data using low-cost commodity hardware. However, vulnerabilities in HDFS can be exploited for nefarious activities. This reinforces the importance of ensuring robust security to facilitate file sharing in Hadoop as well as having a trusted mechanism to check the authenticity of shared files. This is the focus of this paper, where we aim to improve the security of HDFS using a blockchain-enabled approach (hereafter referred to as BlockHDFS). Specifically, the proposed BlockHDFS uses the enterprise-level Hyperledger Fabric platform to capitalize on files' metadata for building trusted data security and traceability in HDFS.
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title_short	BlockHDFS: Blockchain-integrated Hadoop distributed file system for secure provenance traceability
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